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Process Mining Workshops

This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. The conference focuses on the area of process mining...

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Format: Online
Sprog:engelsk
Udgivet: Springer Nature 2022
Fag:
Process Mining
Process Discovery
Process Analytics
Process Querying
Conformance Checking
Predictive Process Monitoring
Data Science
Event Data
Streaming Analytics
Machine Learning
Decision Support Systems
Business Process Management
Information Systems
Petri Nets
Open Access
thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining
thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems
thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics
Online adgang:ONIX_20220413_9783030985813_21
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Summary:This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 28 papers included in this volume were carefully reviewed and selected from 65 submissions. They stem from the following workshops: 2nd International Workshop on Event Data and Behavioral Analytics (EDBA) 2nd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) 2nd International Workshop on Streaming Analytics for Process Mining (SA4PM) 6th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) 4th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) 2nd International Workshop on Trust, Privacy, and Security in Process Analytics (TPSA) One survey paper on the results of the XES 2.0 Workshop is included.

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